Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Data Engineer	Cloud Infrastructure, Systems Architecture, Analytical Thinking, Amazon AWS, Master Data Management...	48536	3405	26	23
Site	IV	Data Engineer	Data Analysis, Data Modeling, Data Warehouse, Analytical Thinking, ETL...	53184	2993	53	54
Site	III	Data Governance Analyst	Data Governance, Process Management, Analytical Thinking, Master Data Management, Content Management...	38241	2990	23	24
Site	IV	Data Governance Analyst	Content Management, Data Governance, Data Lifecycle Management, Training, Critical Thinking...	46574	2749	336	301
Site	V	Data Governance Director	Judgment and Decision Making, Articulate Technical Information, Cloud Infrastructure, Data Lifecycle Management, Data Governance...	56259	3434	221	208
Site	V	Data Governance Director	Data Science, LLM Design, Digital Compliance, Data Governance, Analytical Thinking...	61164	2998	122	142
Site	V	Data Governance Director	Database Systems Knowledge, Data Science, Data Interpretation, Complex Problem Solving, Judgment and Decision Making...	41865	2298	721	565
Site	V	Data Governance Director	Data Governance, Data Lifecycle Management, Data Modeling, Data Monitoring, Quality Control Analysis...	57402	1613	368	400
Site	III	Data Scientist	Data Analysis, Data Interpretation, Data Monitoring, Financial Analysis, SQL Coding...	20234	1549	690	483
Site	IV	Data Scientist	Data Analysis, Data Interpretation, Forecasting, MS Excel, SQL Coding...	34002	1674	683	506

(Prior and 1st Year) Skill Points are referenced in thousands. A Skills Based Approach Instance is an applied methodology for students and workers. A Job Future is application for practitioners to post jobs.